Vipul Pandey

According to our database, Vipul Pandey authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision.

Yi Cao, Swetava Ganguli, Vipul Pandey

CoRR, 2024

2023

Self-Supervised Temporal Analysis of Spatiotemporal Data.

Yi Cao, Swetava Ganguli, Vipul Pandey

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets.

Daria Reshetova, Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022

Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision.

Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey

CoRR, 2022

Reachability Embeddings: Scalable Self-Supervised Representation Learning from Mobility Trajectories for Multimodal Geospatial Computer Vision.

Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

2021

Reachability Embeddings: Scalable Self-Supervised Representation Learning from Markovian Trajectories for Geospatial Computer Vision.

Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey

CoRR, 2021

Conditional Generation of Synthetic Geospatial Images from Pixel-level and Feature-level Inputs.

Xuerong Xiao, Swetava Ganguli, Vipul Pandey

CoRR, 2021

Trinity: A No-Code AI platform for complex spatial datasets.

C. V. Krishnakumar Iyer, Feili Hou, Henry Wang, Yonghong Wang, Kay Oh, Swetava Ganguli, Vipul Pandey

Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

2020

VAE-Info-cGAN: generating synthetic images by combining pixel-level and feature-level geospatial conditional inputs.

Xuerong Xiao, Swetava Ganguli, Vipul Pandey

Proceedings of the IWCTS@SIGSPATIAL 2020: Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2020